Natural language processing.
npm install @stdlib/nlpWe believe in a future in which the web is a preferred environment for numerical computation. To help realize this future, we've built stdlib. stdlib is a standard library, with an emphasis on numerical and scientific computation, written in JavaScript (and C) for execution in browsers and in Node.js. The library is fully decomposable, being architected in such a way that you can swap out and mix and match APIs and functionality to cater to your exact preferences and use cases. When you use stdlib, you can be absolutely certain that you are using the most thorough, rigorous, well-written, studied, documented, tested, measured, and high-quality code out there. To join us in bringing numerical computing to the web, get started by checking us out on GitHub, and please consider financially supporting stdlib. We greatly appreciate your continued support!
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> Natural language processing (NLP).
``bash`
npm install @stdlib/nlp
`javascript`
var nlp = require( '@stdlib/nlp' );
#### nlp
Namespace containing natural language processing (NLP) functionality.
`javascript`
var fcns = nlp;
// returns {...}
- [expandAcronyms( str )][@stdlib/nlp/expand-acronyms]: expand acronyms.
- [expandContractions( str )][@stdlib/nlp/expand-contractions]: expand all contractions to their formal equivalents.
- [lda( docs, K[, options] )][@stdlib/nlp/lda]: latent Dirichlet Allocation via collapsed Gibbs sampling.
- [ordinalize( value[, options] )][@stdlib/nlp/ordinalize]: convert an integer to an ordinal string (e.g., 1st, 2nd, etc.).
- [porterStemmer( word )][@stdlib/nlp/porter-stemmer]: extract the stem of a given word.
- [sentencize( str )][@stdlib/nlp/sentencize]: split a string into an array of sentences.
- [tokenize( str[, keepWhitespace] )][@stdlib/nlp/tokenize]: tokenize a string.
`javascript
var objectKeys = require( '@stdlib/utils/keys' );
var nlp = require( '@stdlib/nlp' );
console.log( objectKeys( nlp ) );
`
*
This package is part of [stdlib][stdlib], a standard library for JavaScript and Node.js, with an emphasis on numerical and scientific computing. The library provides a collection of robust, high performance libraries for mathematics, statistics, streams, utilities, and more.
For more information on the project, filing bug reports and feature requests, and guidance on how to develop [stdlib][stdlib], see the main project [repository][stdlib].
#### Community
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---
See [LICENSE][stdlib-license].
Copyright © 2016-2024. The Stdlib [Authors][stdlib-authors].
[npm-image]: http://img.shields.io/npm/v/@stdlib/nlp.svg
[npm-url]: https://npmjs.org/package/@stdlib/nlp
[test-image]: https://github.com/stdlib-js/nlp/actions/workflows/test.yml/badge.svg?branch=v0.3.3
[test-url]: https://github.com/stdlib-js/nlp/actions/workflows/test.yml?query=branch:v0.3.3
[coverage-image]: https://img.shields.io/codecov/c/github/stdlib-js/nlp/main.svg
[coverage-url]: https://codecov.io/github/stdlib-js/nlp?branch=main
[chat-image]: https://img.shields.io/gitter/room/stdlib-js/stdlib.svg
[chat-url]: https://app.gitter.im/#/room/#stdlib-js_stdlib:gitter.im
[stdlib]: https://github.com/stdlib-js/stdlib
[stdlib-authors]: https://github.com/stdlib-js/stdlib/graphs/contributors
[umd]: https://github.com/umdjs/umd
[es-module]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Modules
[deno-url]: https://github.com/stdlib-js/nlp/tree/deno
[deno-readme]: https://github.com/stdlib-js/nlp/blob/deno/README.md
[umd-url]: https://github.com/stdlib-js/nlp/tree/umd
[umd-readme]: https://github.com/stdlib-js/nlp/blob/umd/README.md
[esm-url]: https://github.com/stdlib-js/nlp/tree/esm
[esm-readme]: https://github.com/stdlib-js/nlp/blob/esm/README.md
[branches-url]: https://github.com/stdlib-js/nlp/blob/main/branches.md
[stdlib-license]: https://raw.githubusercontent.com/stdlib-js/nlp/main/LICENSE
[@stdlib/nlp/expand-acronyms]: https://github.com/stdlib-js/nlp/tree/main/expand-acronyms
[@stdlib/nlp/expand-contractions]: https://github.com/stdlib-js/nlp/tree/main/expand-contractions
[@stdlib/nlp/lda]: https://github.com/stdlib-js/nlp/tree/main/lda
[@stdlib/nlp/ordinalize]: https://github.com/stdlib-js/nlp/tree/main/ordinalize
[@stdlib/nlp/porter-stemmer]: https://github.com/stdlib-js/nlp/tree/main/porter-stemmer
[@stdlib/nlp/sentencize]: https://github.com/stdlib-js/nlp/tree/main/sentencize
[@stdlib/nlp/tokenize]: https://github.com/stdlib-js/nlp/tree/main/tokenize